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Zemin Liu
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Year
Topological recurrent neural network for diffusion prediction
J Wang, VW Zheng, Z Liu, KCC Chang
Proceedings of The IEEE International Conference on Data Mining (ICDM), 2017
982017
Semantic proximity search on heterogeneous graph by proximity embedding
Z Liu, VW Zheng, Z Zhao, F Zhu, KCC Chang, M Wu, J Ying
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
642017
Distance-aware dag embedding for proximity search on heterogeneous graphs
Z Liu, V Zheng, Z Zhao, F Zhu, K Chang, M Wu, J Ying
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
332018
Interactive paths embedding for semantic proximity search on heterogeneous graphs
Z Liu, VW Zheng, Z Zhao, Z Li, H Yang, M Wu, J Ying
Proceedings of the 24th acm sigkdd international conference on knowledge …, 2018
272018
Subgraph-augmented path embedding for semantic user search on heterogeneous social network
Z Liu, VW Zheng, Z Zhao, H Yang, KCC Chang, M Wu, J Ying
Proceedings of the 2018 World Wide Web Conference, 1613-1622, 2018
202018
mg2vec: Learning relationship-preserving heterogeneous graph representations via metagraph embedding
W Zhang, Y Fang, Z Liu, M Wu, X Zhang
IEEE Transactions on Knowledge and Data Engineering, 2020
152020
Towards locality-aware meta-learning of tail node embeddings on networks
Z Liu, W Zhang, Y Fang, X Zhang, SCH Hoi
Proceedings of the 29th ACM International Conference on Information …, 2020
142020
Relative and absolute location embedding for few-shot node classification on graph
Z Liu, Y Fang, C Liu, SCH Hoi
Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4267-4275, 2021
102021
Tail-GNN: Tail-Node Graph Neural Networks
Z Liu, TK Nguyen, Y Fang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
52021
Meta-inductive node classification across graphs
Z Wen, Y Fang, Z Liu
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
52021
Node-wise localization of graph neural networks
Z Liu, Y Fang, C Liu, SCH Hoi
arXiv preprint arXiv:2110.14322, 2021
42021
Neighbor-anchoring adversarial graph neural networks
Z Liu, Y Fang, Y Liu, VW Zheng
IEEE Transactions on Knowledge and Data Engineering, 2021
42021
FastFlow: Efficient Scalable Model-Driven Framework for Processing Massive Mobile Stream Data
C Jin, Z Liu, M Wu, J Ying
Mobile Information Systems 2015, 2015
22015
How do you visit: Identifying addicts from large-scale transit records via scenario deep embedding
C Jin, D Chen, Z Lin, Z Liu, M Wu
GeoInformatica 25 (4), 799-820, 2021
2021
S2N2: An Interpretive Semantic Structure Attention Neural Network for Trajectory Classification
C Jin, T Tao, X Luo, Z Liu, M Wu
IEEE Access 8, 58763-58773, 2020
2020
Efficient Information Extraction Based on Signature Index
C Jin, M Wu, Z Liu, S Cheng
International Journal of Database Theory and Application 8 (2), 33-42, 2015
2015
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Articles 1–16